Dataset collections

Energy Market Authority (EMA) open data summarises annual exports of energy products for Singapore from 2005 through 2020 in thousand tonnes of oil equivalent (ktoe). The CSV helps analysts understand how Singapore’s trading hub moves refined products and other energy commodities outward. Energy security and trade researchers can compare product mix trends across years. The collection complements EMA’s broader energy statistics on data.gov.sg.

Info-communications Media Development Authority (IMDA) media literacy research underpins this collection on daily time children aged 0–14 spend on media activities, drawn from the Zero-to-Fourteen Consumer Experience Study for 2014–2015. The CSV Daily time spent on media activities helps educators and policymakers benchmark screen and media exposure before digital habits accelerated post-study. Researchers should consult IMDA’s published methodology via the linked study page. Coverage reflects the annual survey window rather than real-time app usage telemetry.

Health Sciences Authority (HSA) maintains this Singapore open-data collection on medical devices registered for supply in the market. The annual XLSX listing—updated through releases such as April 2026—helps importers, clinicians, and procurement teams verify device registration status. Regulatory affairs specialists and health-tech researchers can cross-check product names and registration details against HSA requirements. Use this collection to explore authoritative registered medical device records published on Singapore’s data portal.

Ministry of Health (MOH) allied health workforce statistics count occupational therapists in Singapore from 2014 through 2022 across public, private, and not-in-active-practice categories. The CSV Number of Occupational Therapists supports manpower planning since formal registration began in 2013 alongside physiotherapists and speech therapists. Health policy analysts can track regulated OT supply over time using annual MOH releases. Categories follow MOH registration status definitions in the official description.

LTA motor vehicle census data in this collection reports annual goods vehicle and bus populations by vehicle make from 2005 through 2017. The CSV Annual Goods Vehicle and Bus Population By Make supports fleet ageing analysis and manufacturer market share studies for commercial vehicles. Logistics planners can relate make-specific counts to maintenance and emissions policy discussions. The scope includes road-tax-paying and COE-exempt goods vehicles as noted in the official description.

Land Transport Authority (LTA) tracks the length of Singapore’s MRT and LRT rail infrastructure over time in this annual collection. The CSV “Rail Length (km) At End-of-Year” dataset supports analysis of network expansion and capacity planning benchmarks. Transport economists and infrastructure researchers can study how published end-of-year kilometres evolve across the coverage period. Use this LTA open-data collection for official rail length statistics in Singapore.

Singapore MOE Normal (Technical) mathematics outcomes are tracked in this collection alongside related English statistics. The CSV Percentage of N(T)-Level Students with Grade D or better in Mathematics reports annual pass rates with MOE’s inclusion rule for students taking higher-level mathematics. Schools and researchers monitoring N(T) numeracy can compare trends with collection 429 on English performance. Figures follow the same MOE examination reporting scope described officially.

Ministry of Finance (MOF) fiscal open data presents Singapore’s Government Overall Fiscal Position from FY1997 through FY2023 in this collection. The CSV Government Total Expenditure anchors analysis of operating revenue by type, expenditure by sector, special transfers, Net Investment Returns Contribution, interest costs, and nationally significant infrastructure capitalisation. Macroeconomists and budget watchers can reconstruct headline balances using components described officially. Users should reconcile catalogue coverage end dates with the latest MOF budget publications.

Immigration and Checkpoints Authority vital statistics for Singapore include single parent and teenage births by ethnic group in this collection. The CSV Single Parent & Teenage Births by Ethnic Group from 2005 onwards draws from the Report on Registration of Births and Deaths overview series. Demographers and social policy researchers can study family formation patterns using ICA’s published ethnic breakdowns. The collection reports registration-based births, not household surveys.

MOH community care statistics track annual attendances at centre-based services in Singapore from 2006 through 2021, including dementia day care and community rehabilitation centres. The CSV Centre- Based Care Services Attendances reflects post-2015 splits between dementia day care, day care, and community rehabilitation after earlier aggregated reporting. Ageing policy researchers can study utilisation shifts using the official break series. Attendance counts are service visits, not unique clients.

Immigration and Checkpoints Authority (ICA) enforcement statistics in this collection present annual counts of persons convicted for marriage-of-convenience (MOC) offences from 2013 through 2021. The CSV Number of Persons Convicted for Marriage of Convenience offences from 2013 onwards supports immigration integrity research and parliamentary reporting on sham marriage trends. Analysts should treat figures as court outcomes rather than investigation caseloads. Annual updates follow ICA’s publication in the official crime and immigration statistical series.

MOE publishes Institute of Technical Education (ITE) pipeline statistics for Singapore by course, covering intake, enrolment, and graduates. The CSV Intake, Enrolment and Graduates of ITE by Course excludes apprentices per official notes about ITE’s 1992 establishment replacing the Vocational & Industrial Training Board. Skills policymakers can compare ITE course flows with polytechnic and university collections on Data.gov.sg. Course detail reflects MOE classifications rather than employer hiring data.

Singapore Police Force (SPF) maps liquor control zones proclaimed under the Liquor Control (Supply and Consumption) Act 2015. GEOJSON, KML, and SHP datasets delineate areas where supply and consumption rules differ from the rest of Singapore. Venue operators, community groups, and mapping developers can check zone boundaries for compliance and public information apps. This geospatial collection supports enforcement transparency and nightlife planning research on Singapore open data.

Housing & Development Board (HDB) rental market statistics in this collection publish quarterly median rents by town and flat type from 2005 through March 2023. The CSV Median Rent By Town And Flat Type draws on self-declared rents in renting-out-of-flat applications, with medians suppressed when fewer than 20 transactions occur in a quarter. Housing economists and tenants’ groups can track public housing subletting price trends while heeding HDB’s rounding and disclosure rules in the official notes. The series supports affordability analysis for HDB lessees who sublet within policy.

Urban Redevelopment Authority (URA) publishes annual statistics on available and vacant commercial properties in Singapore through this collection. The CSV dataset “Available and Vacant Commercial Properties, Annually” helps analysts study office and retail vacancy alongside market commentary. Real-estate researchers and urban economists can relate supply indicators to planning and investment decisions within the stated coverage period. Explore URA commercial property availability open data for Singapore’s built environment.

Singapore Customs maps licensed premises that may handle zero-GST goods under Singapore’s duty and GST regime. GEOJSON and KML layers let trade compliance teams and logistics planners locate authorised facilities. Researchers studying bonded warehouse and zero-rated supply chains can integrate the points into spatial dashboards. The ad-hoc geospatial release supports transparency on where Customs permits zero-GST operations.

Early Childhood Development Agency (ECDA) transparency data in this collection lists incidental charges set by preschool centres across Singapore from 2019 through 2023. The CSV Listing of Centres Incidental Charge helps parents compare fee structures beyond core programme tuition and supports affordability monitoring by policymakers. Researchers studying early childhood market behaviour can analyse centre-level charge disclosures. Figures reflect self-reported centre listings rather than audited financial statements.

MOH pandemic response open data lists Public Health Preparedness Clinics (PHPCs) participating in Singapore’s National COVID-19 Vaccine Program from May 2021 through September 2023. The CSV List of PHPCs under the National Covid-19 Vaccine Program helps researchers map vaccine access points during the rollout period. Health services analysts can geocode addresses for retrospective equity studies. The collection is historical relative to current vaccination sites and MOH advisories.

MOH regulates Traditional Chinese Medicine practitioners in Singapore and publishes annual headcounts in this collection. The CSV Number of Traditional Chinese Medicine Practitioners splits active practice versus not-in-active-practice statuses since registration began in 2002. Health workforce planners and TCM professional bodies can monitor registry growth alongside western medicine manpower datasets. Counts reflect MOH registration records, not patient visit volumes.

Infocomm Media Development Authority (IMDA) tracks broadband adoption among Singapore enterprises by employment size in an annual CSV from 2012 through 2016. Digital economy researchers can compare how smaller firms versus larger establishments used fixed broadband during Singapore’s early fibre rollout era. The survey supports benchmarking ICT penetration in the business sector. Users should note the catalogued end year when interpreting current connectivity patterns.

URA Master Plan 2019 miscellaneous linework appears in this collection as the Other Line layer approved on 18 November 2019. GEOJSON and KML datasets Master Plan 2019 Other Line layer supplement standard zoning linework for Singapore GIS basemaps. Planners should consult https://www.ura.gov.sg/ for the latest master plan while using this layer for 2019-era context. Geometry comprises ancillary line features extracted from the approved 2019 plan set.

Health Promotion Board maternal and child health history includes the National Breastfeeding Survey (NBFS) series for Singapore mothers’ breastfeeding prevalence and duration. The CSV National Breastfeeding Survey 2001 and 2011 captures published waves before HPB discontinued the survey after 2011. Public health researchers studying early-life nutrition can use the finite series without expecting new NBFS releases. Indicators follow HPB survey definitions noted in the official description.

Housing & Development Board (HDB) maps cycling paths that are under construction across HDB towns in Singapore. GEOJSON and KML datasets help residents and active-mobility planners see upcoming connections before completion. GIS developers integrating town plans with LTA or park connector layers can anticipate network gaps closing. This half-yearly geospatial collection supports transparency on HDB cycling infrastructure works in progress.

NEA solid waste management statistics include annual total waste generated in Singapore from 2000 through 2015, expressed in million tonnes. The CSV defines total generation as the sum of recycled, incinerated, and landfilled streams. Environmental analysts studying Singapore’s waste trajectory before later Zero Waste milestones can chart gross arisings over time. This collection complements NEA datasets on recycling and incineration volumes on data.gov.sg.